Differentially Private Nonparametric Regression Under a Growth Condition

24 November 2021

Papers citing "Differentially Private Nonparametric Regression Under a Growth Condition"

10 / 10 papers shown

Title
Differentially Private Clustering: Tight Approximation Ratios Badih Ghazi Ravi Kumar Pasin Manurangsi 71 53 0 18 Aug 2020
Differentially Private Simple Linear Regression Daniel Alabi Audra McMillan Jayshree Sarathy Adam D. Smith Salil P. Vadhan 49 54 0 10 Jul 2020
An Equivalence Between Private Classification and Online Prediction Mark Bun Roi Livni Shay Moran 80 76 0 01 Mar 2020
Differentially Private Bayesian Linear Regression G. Bernstein Daniel Sheldon 77 58 0 29 Oct 2019
The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy T. Tony Cai Yichen Wang Linjun Zhang 70 169 0 12 Feb 2019
On Equivalence of Martingale Tail Bounds and Deterministic Regret Inequalities Alexander Rakhlin Karthik Sridharan 55 49 0 13 Oct 2015
Private Learning and Sanitization: Pure vs. Approximate Differential Privacy A. Beimel Kobbi Nissim Uri Stemmer 107 196 0 10 Jul 2014
Sample Complexity Bounds on Differentially Private Learning via Communication Complexity Vitaly Feldman David Xiao 242 77 0 25 Feb 2014
Online Nonparametric Regression Alexander Rakhlin Karthik Sridharan 177 101 0 11 Feb 2014
Online Learning via Sequential Complexities Alexander Rakhlin Karthik Sridharan Ambuj Tewari 117 104 0 06 Jun 2010